Jaihyun Lew

According to our database, Jaihyun Lew authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection.

HyunGi Kim, Jisoo Mok, Dongjun Lee, Jaihyun Lew, Sungjae Kim, Sungroh Yoon

CoRR, June, 2025

Disentangled Motion Modeling for Video Frame Interpolation.

Jaihyun Lew, Jooyoung Choi, Chaehun Shin, Dahuin Jung, Sungroh Yoon

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens.

Jaihyun Lew, Soohyuk Jang, Jaehoon Lee, Seungryong Yoo, Eunji Kim, Saehyung Lee, Jisoo Mok, Siwon Kim, Sungroh Yoon

CoRR, 2024

Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization.

Sanghyeob Song, Jaihyun Lew, Hyemi Jang, Sungroh Yoon

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Frequency-Based Motion Representation for Video Generative Adversarial Networks.

Sangeek Hyun, Jaihyun Lew, Jiwoo Chung, Euiyeon Kim, Jae-Pil Heo

IEEE Trans. Image Process., 2023

PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising.

Hyemi Jang, Junsung Park, Dahuin Jung, Jaihyun Lew, Ho Bae, Sungroh Yoon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MG-MLP: Multi-gated MLP for Restoring Images from Spatially Variant Degradations.

Jaihyun Koh, Jaihyun Lew, Jangho Lee, Sungroh Yoon

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2021

Pixel-Level Kernel Estimation for Blind Super-Resolution.

Jaihyun Lew, Euiyeon Kim, Jae-Pil Heo

IEEE Access, 2021